This volume contains the proceedings of the third international conference on Pattern Recognition and Machine Intelligence (PReMI 2009) which was held at the Indian Institute of Technology, New Delhi, India, during December 16–20, 2009. This was the third conference in the series. The first two conferences were held in December at the Indian Statistical Institute, Kolkata in 2005 and 2007. PReMI has become a premier conference in India presenting state-of-art research findings in the areas of machine intelligence and pattern recognition. The conference is also successful in encouraging academic and industrial interaction, and in prom- ing collaborative research and developmental activities in pattern recognition, - chine intelligence and other allied fields, involving scientists, engineers, professionals, researchers and students from India and abroad. The conference is scheduled to be held every alternate year making it an ideal platform for sharing views and expe- ences in these fields in a regular manner. The focus of PReMI 2009 was soft-computing, machine learning, pattern recognition and their applications to diverse fields. As part of PReMI 2009 we had two special workshops. One workshop focused on text mining. The other workshop show-cased industrial and developmental projects in the relevant areas. Premi 2009 attracted 221 submissions from different countries across the world.
Author(s): Partha Pratim Chakrabarti, Sandip Aine (auth.), Santanu Chaudhury, Sushmita Mitra, C. A. Murthy, P. S. Sastry, Sankar K. Pal (eds.)
Series: Lecture Notes in Computer Science 5909 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2009
Language: English
Pages: 631
Tags: Computation by Abstract Devices; Artificial Intelligence (incl. Robotics); Pattern Recognition; Information Systems Applications (incl.Internet); Data Mining and Knowledge Discovery; Computer Communication Networks
Front Matter....Pages -
New Approaches to Design and Control of Time Limited Search Algorithms....Pages 1-6
Feature Selection Using Non Linear Feature Relation Index....Pages 7-12
Classification of Multi-variate Varying Length Time Series Using Descriptive Statistical Features....Pages 13-18
2D-LPI: Two-Dimensional Locality Preserving Indexing....Pages 19-24
A Geometric Algorithm for Learning Oblique Decision Trees....Pages 25-31
Kernel Optimization Using a Generalized Eigenvalue Approach....Pages 32-37
Zero Norm Least Squares Proximal SVR....Pages 38-43
Effect of Subsampling Rate on Subbagging and Related Ensembles of Stable Classifiers....Pages 44-49
Metric in Feature Space....Pages 50-55
Speeding-Up the K-Means Clustering Method: A Prototype Based Approach....Pages 56-61
Constructive Semi-Supervised Classification Algorithm and Its Implement in Data Mining....Pages 62-67
Novel Deterministic Heuristics for Building Minimum Spanning Trees with Constrained Diameter....Pages 68-73
Multi-objective Evolutionary Feature Selection....Pages 74-79
A Fast Supervised Method of Feature Ranking and Selection for Pattern Classification....Pages 80-85
Clustering in Concept Association Networks....Pages 86-91
Interactive Rough-Granular Computing in Pattern Recognition....Pages 92-97
Application of Neural Networks in Preform Design of Aluminium Upsetting Process Considering Different Interfacial Frictional Conditions....Pages 98-105
Case Indexing Using PSO and ANN in Real Time Strategy Games....Pages 106-115
Construction of Fuzzy Relation by Closure Systems....Pages 116-121
Incorporating Fuzziness to CLARANS....Pages 122-127
Development of a Neuro-fuzzy MR Image Segmentation Approach Using Fuzzy C-Means and Recurrent Neural Network....Pages 128-133
Weak Fuzzy Equivalence and Equality Relations....Pages 134-139
Estimation of Tailor-Welded Blank Parameters for Acceptable Tensile Behaviour Using ANN....Pages 140-145
Identification of N-Glycosylation Sites with Sequence and Structural Features Employing Random Forests....Pages 146-151
Identification of Defensins Employing Recurrence Quantification Analysis and Random Forest Classifiers....Pages 152-157
Data Mining by Navigation – An Experience with Systems Biology....Pages 158-164
A Least Squares Fitting-Based Modeling of Gene Regulatory Sub-networks....Pages 165-170
Automated Identification of Protein Structural Features....Pages 171-176
Using Supervised Learning and Comparing General and ANTI-HIV Drug Databases Using Chemoinformatics....Pages 177-183
Multiple Sequence Alignment Based Upon Statistical Approach of Curve Fitting....Pages 184-192
A Constraint Based Method for Optimization in Metabolic Pathways....Pages 193-198
Cross-Correlation and Evolutionary Biclustering: Extracting Gene Interaction Sub-networks....Pages 199-204
Learning Age and Gender of Blogger from Stylistic Variation....Pages 205-212
Hypertext Classification Using Tensor Space Model and Rough Set Based Ensemble Classifier....Pages 213-218
Feature and Opinion Mining for Customer Review Summarization....Pages 219-224
A Semi-supervised Approach for Maximum Entropy Based Hindi Named Entity Recognition....Pages 225-230
A News Analysis and Tracking System....Pages 231-236
Anomaly Detection from Call Data Records....Pages 237-242
Mining Calendar-Based Periodicities of Patterns in Temporal Data....Pages 243-248
A Relation Mining and Visualization Framework for Automated Text Summarization....Pages 249-254
Mining Local Association Rules from Temporal Data Set....Pages 255-260
Multi-label Text Classification Approach for Sentence Level News Emotion Analysis....Pages 261-266
Semantic Relation between Words with the Web as Information Source....Pages 267-272
Automatic Keyphrase Extraction from Medical Documents....Pages 273-278
An Approach for Preparing Groundtruth Data and Evaluating Visual Saliency Models....Pages 279-284
Evaluation of Segmentation Techniques Using Region Size and Boundary Information....Pages 285-290
Unsupervised Color Image Segmentation Using Compound Markov Random Field Model....Pages 291-296
A New Statistical Restoration Method for Spatial Domain Images....Pages 297-302
Prediction of Cloud for Weather Now-Casting Application Using Topology Adaptive Active Membrane....Pages 303-308
Image Enhancement Using Multi-objective Genetic Algorithms....Pages 309-314
A Robust Object Tracking Method Using Structural Similarity in Daubechies Complex Wavelet Domain....Pages 315-320
A Novel Multimodality Image Fusion Method Using Region Consistency Rule....Pages 321-326
Deriving Sparse Coefficients of Wavelet Pyramid Taking Clues from Hough Transform....Pages 327-332
Improvised Filter Design for Depth Estimation from Single Monocular Images....Pages 333-338
Color Image Segmentation Based on Vectorial Multiscale Diffusion with Inter-scale Linking....Pages 339-344
Effective and Efficient Tracking and Ego-Motion Recovery for Mobile Cameras....Pages 345-350
Class Specific Threshold Selection in Face Space Using Set Estimation Technique for RGB Color Components....Pages 351-356
Human Action Recognition Based on Spatio-temporal Features....Pages 357-362
A Novel Hybrid Pansharpening Method Using Contourlet Transform....Pages 363-368
Text Line Segmentation for Unconstrained Handwritten Document Images Using Neighborhood Connected Component Analysis....Pages 369-374
Model-Guided Segmentation and Layout Labelling of Document Images Using a Hierarchical Conditional Random Field....Pages 375-380
Recognition of Numeric Postal Codes from Multi-script Postal Address Blocks....Pages 381-386
Foreground Text Extraction in Color Document Images for Enhanced Readability....Pages 387-392
A Novel Approach to Skeletonization for Multi-font OCR Applications....Pages 393-399
A Novel Approach for Detection of Alteration in Ball Pen Writings....Pages 400-405
Resolving Ambiguities in Confused Online Tamil Characters with Post Processing Algorithms....Pages 406-413
Hidden QIM Watermarking on Compressed Data Using Channel Coding and Lifting....Pages 414-419
MRF Based LSB Steganalysis: A New Measure of Steganography Capacity....Pages 420-425
Partial Encryption on SPIHT Compressed Images....Pages 426-431
Evaluation of Feature Selection Measures for Steganalysis....Pages 432-439
Mutual Neighborhood Based Discriminant Projection for Face Recognition....Pages 440-445
Biometric Gait Recognition with Carrying and Clothing Variants....Pages 446-451
Context Switching Algorithm for Selective Multibiometric Fusion....Pages 452-457
Biometric Based Unique Key Generation for Authentic Audio Watermarking....Pages 458-463
Annular Iris Recognition Using SURF....Pages 464-469
Face Recognition Using Posterior Distance Model Based Radial Basis Function Neural Networks....Pages 470-475
Segmentation for Iris Localisation: A Novel Approach Suitable for Fake Iris Detection....Pages 476-482
Key Independent Retrieval of Chaotic Encrypted Images....Pages 483-488
A Bayesian Approach to Hybrid Image Retrieval....Pages 489-494
Hierarchical System for Content Based Categorization and Orientation of Consumer Images....Pages 495-500
Effective Visualization and Navigation in a Multimedia Document Collection Using Ontology....Pages 501-506
Using Concept Recognition to Annotate a Video Collection....Pages 507-512
Variational Bayes Adapted GMM Based Models for Audio Clip Classification....Pages 513-518
Cross-Lingual Vocal Emotion Recognition in Five Native Languages of Assam Using Eigenvalue Decomposition....Pages 519-524
Variable Length Teager Energy Based Mel Cepstral Features for Identification of Twins....Pages 525-530
Unit Selection Using Linguistic, Prosodic and Spectral Distance for Developing Text-to-Speech System in Hindi....Pages 531-536
Exploring Speech Features for Classifying Emotions along Valence Dimension....Pages 537-542
A Novel Time Decaying Approach to Obstacle Avoidance....Pages 543-548
Chaotic Synchronization and Secure Communication Using Contraction Theory....Pages 549-554
Fault Diagnosis of an Air-Conditioning System Using LS-SVM....Pages 555-560
Classification of Power Quality Disturbances Using GA Based Optimal Feature Selection....Pages 561-566
Constrained Control of Weakly Coupled Nonlinear Systems Using Neural Network....Pages 567-572
A Network Coding and Genetic Algorithm Based Power Efficient Routing Algorithm for Wireless Sensor Networks....Pages 573-578
Towards Situation Awareness in Integrated Air Defence Using Clustering and Case Based Reasoning....Pages 579-584
Algorithms to Automate Estimation of Time Codes for Captioning Digital Media....Pages 585-590
Disclosing Patterns in IT Project Management - A Rough Set Perspective....Pages 591-596
Comparison of GARCH, Neural Network and Support Vector Machine in Financial Time Series Prediction....Pages 597-602
Mean-Entropy-Skewness Fuzzy Portfolio Selection by Credibility Theory Approach....Pages 603-608
Late Blight Forecast Using Mobile Phone Based Agro Advisory System....Pages 609-614
Evolutionary and Iterative Crisp and Rough Clustering I: Theory....Pages 615-620
Evolutionary and Iterative Crisp and Rough Clustering II: Experiments....Pages 621-627
Back Matter....Pages -
